SOTAVerified

Cross-Lingual Transfer

Cross-lingual transfer refers to transfer learning using data and models available for one language for which ample such resources are available (e.g., English) to solve tasks in another, commonly more low-resource, language.

Papers

Showing 101110 of 782 papers

TitleStatusHype
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation EvaluationCode1
Gender Bias in Multilingual Embeddings and Cross-Lingual TransferCode1
XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningCode1
An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionCode1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
A Chinese Corpus for Fine-grained Entity TypingCode1
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationCode1
Zero-Shot Cross-Lingual Transfer with Meta LearningCode1
Parameter Space Factorization for Zero-Shot Learning across Tasks and LanguagesCode1
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralisationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4Unverified
2mT0-13BAccuracy84.45Unverified
3RoBERTa Large (translate test)Accuracy76.05Unverified
4BLOOMZAccuracy75.5Unverified
5MAD-X BaseAccuracy60.94Unverified
6mGPTAccuracy55.5Unverified